def predictRoute(): try: Pregnancies = int(request.form['Pregnancies']) Glucose = int(request.form['Glucose Level']) BloodPressure = int(request.form['BloodPressure']) SkinThickness = int(request.form['SkinThickness']) Insulin = int(request.form['Insulin']) BMI = float(request.form['BMI']) DiabetesPedigreeFunction = float( request.form['DiabetesPedigreeFunction']) Age = int(request.form['Age']) data = [[ Pregnancies, Glucose, BloodPressure, SkinThickness, Insulin, BMI, DiabetesPedigreeFunction, Age ]] print('data is: ', data) pred = predObj() res = pred.predict_log(data) print('result is ', res) return render_template('result.html', prediction_text='{}'.format(res)) except ValueError: return Response("Value not found") except Exception as e: print('exception is ', e) return Response(e)
def predictRoute(): try: pregnancies = float(request.form['pregnancies']) glucose = float(request.form['glucose']) blood_pressure = float(request.form['bloodPressure']) skin_thickness = float(request.form['skinThickness']) insulin = float(request.form['insulin']) bmi = float(request.form['bmi']) diabetes_pedigree_function = float( request.form['diabetesPedigreeFunction']) age = float(request.form['age']) data = [[ pregnancies, glucose, blood_pressure, skin_thickness, insulin, bmi, diabetes_pedigree_function, age ]] # if request.json['data'] is not None: # data = request.json['data'] print('data is: ', data) pred = predObj() prediction = pred.predict_log(data) #result = clntApp.predObj.predict_log(data) print('result is ', prediction) return render_template('results.html', prediction=prediction) except Exception as e: print('The Exception message is: ', e) return 'something is wrong' # return render_template('results.html') else: return render_template('index.html')
def predictRoute(): try: if request.json['data'] is not None: data = request.json['data'] print('data is: ', data) pred = predObj() res = pred.predict_log(data) #result = clntApp.predObj.predict_log(data) print('result is ', res) return Response(res) except ValueError: return Response("Value not found") except Exception as e: print('exception is ', e) return Response(e)
def predictRoute(): if request.method == 'POST': try: data = request.form print('data is:', data) # node = data['bmi'] # print(str(node)) pred = predObj() res = pred.predict_log(data) print('result is', res) # return Response(res) return render_template('results.html', prediction=res) except ValueError: return Response("Value not found") except Exception as e: print('exception is', e) # return Response(e) return render_template('index.html')
def predictRoute(): try: rateMarriage = int(request.form['rateMarriage']) age = int(request.form['age']) yearsMarried = int(request.form['yearsMarried']) children = int(request.form['children']) education = int(request.form['education']) occupation = int(request.form['occupation']) husbandOccupation = int(request.form['husbandOccupation']) religious = int(request.form['religious']) occ_2 = 0 occ_3 = 0 occ_4 = 0 occ_5 = 0 occ_6 = 0 occ_husb_2 = 0 occ_husb_3 = 0 occ_husb_4 = 0 occ_husb_5 = 0 occ_husb_6 = 0 if occupation == 2: occ_2 = 1 elif occupation == 3: occ_3 = 1 elif occupation == 4: occ_4 = 1 elif occupation == 5: occ_5 = 1 elif occ_6 == 6: occ_6 = 1 else: print(occupation) if husbandOccupation == 2: occ_husb_2 = 1 elif husbandOccupation == 3: occ_husb_3 = 1 elif husbandOccupation == 4: occ_husb_4 = 1 elif husbandOccupation == 5: occ_husb_5 = 1 elif husbandOccupation == 6: occ_husb_6 = 1 else: print(husbandOccupation) data = [[ 1, occ_2, occ_3, occ_4, occ_5, occ_6, occ_husb_2, occ_husb_3, occ_husb_4, occ_husb_5, occ_husb_6, rateMarriage, age, yearsMarried, children, religious, education ]] print('data is: ', data) pred = predObj() res = pred.predict_log(data) print('result is ', res) return render_template('result.html', prediction_text='{}'.format(res)) except ValueError: return Response("Value not found") except Exception as e: print('exception is ', e) return Response(e)
def __init__(self): self.predObj = predObj()